Odediran Augustina, Bollen Kenneth, Obeng-Gyasi Emmanuel
Department of Built Environment, North Carolina A&T State University, Greensboro, NC 27411, USA.
Environmental Health and Disease Laboratory, North Carolina A&T State University, Greensboro, NC 27411, USA.
Environments (Basel). 2025 Jun;12(6). doi: 10.3390/environments12060178. Epub 2025 May 28.
Cardiovascular disease (CVD) is a major global health burden influenced by genetic, behavioral, and environmental factors. Among these, exposure to per- and poly-fluoroalkyl substances (PFASs) and toxic metals has been increasingly implicated in adverse cardiovascular outcomes. However, the mediating role of dietary inflammation in these associations remains unclear.
This study investigates the relationship between PFAS and metal exposures and CVD risk, focusing on the potential mediating role of diet, operationalized through the Dietary Inflammatory Index (DII). Additionally, this study examines age as an effect modifier in these associations.
Utilizing data from the National Health and Nutrition Examination Survey (NHANES) 2017-2018 cycle ( = 660), we assessed environmental exposures (lead, cadmium, mercury, perfluorooctanoic acid-PFOA, perfluorooctane sulfonate-PFOS), dietary inflammatory potential (DII), and cardiovascular markers (blood pressure, lipid profile, C-reactive protein). Statistical analyses included linear regression and Bayesian Kernel Machine Regression-Causal Mediation Analysis (BKMR-CMA) to estimate the direct, indirect (through DII), and total effects of exposure on CVD risk biomarkers.
Linear regression revealed significant associations between mercury and reduced systolic blood pressure (SBP) ( = 0.017) and cadmium with increased C-reactive protein (CRP) ( = 0.006). Mediation analysis suggested dietary inflammation may play a role, though estimates were imprecise.
PFAS and metals may influence CVD risk through inflammatory pathways, with potential age-related differences. Future longitudinal studies are needed to clarify these complex interactions, reduce measurement error, and guide age-specific exposure regulations.
心血管疾病(CVD)是一种主要的全球健康负担,受遗传、行为和环境因素影响。其中,全氟和多氟烷基物质(PFASs)和有毒金属暴露与不良心血管结局的关联日益密切。然而,饮食炎症在这些关联中的中介作用仍不清楚。
本研究调查PFAS和金属暴露与CVD风险之间的关系,重点关注通过饮食炎症指数(DII)衡量的饮食的潜在中介作用。此外,本研究将年龄作为这些关联中的效应修饰因素进行研究。
利用2017 - 2018年全国健康与营养检查调查(NHANES)的数据(n = 660),我们评估了环境暴露(铅、镉、汞、全氟辛酸 - PFOA、全氟辛烷磺酸 - PFOS)、饮食炎症潜力(DII)和心血管标志物(血压、血脂谱、C反应蛋白)。统计分析包括线性回归和贝叶斯核机器回归 - 因果中介分析(BKMR - CMA),以估计暴露对CVD风险生物标志物的直接、间接(通过DII)和总体效应。
线性回归显示汞与收缩压降低(SBP)之间存在显著关联(P = 0.017),镉与C反应蛋白(CRP)升高之间存在显著关联(P = 0.006)。中介分析表明饮食炎症可能起作用,尽管估计值不精确。
PFAS和金属可能通过炎症途径影响CVD风险,且可能存在与年龄相关的差异。未来需要进行纵向研究以阐明这些复杂的相互作用,减少测量误差,并指导针对特定年龄的暴露法规。